Pub Date : 2025-10-11DOI: 10.1016/j.joitmc.2025.100654
Wesley dos Reis Bezerra , Cristiano Antonio de Souza , Carla Merkle Westphall , Carlos Becker Westphall
Threat modeling is an essential tool for the quality of produced software artifacts, bringing maturity to the design process. However, even though several threat modeling methodologies are used, the evolution of the complexity of new technologies, such as microservices, APIs, and other distributed components, demands new challenges. Our methodology provides a comprehensive workflow aggregating existing methodologies such as STRIDE, CVSS, and ADT in a hybrid format and distinct modeling phases. With this approach, through easy traceability and maintenance, it was possible to visualize each component’s global and specific threats and the relationship between the components and countermeasures for each threat. As a result, HyVAW proved to be suitable for analyzing the different threats in each part of the proposed system and mainly for communication between the parts of the security mechanism through exemplification using a distributed project and through a comparison with other related works.
{"title":"HyVAW: A hybrid vulnerability analysis workflow threat model methodology for complex systems based on distributed components","authors":"Wesley dos Reis Bezerra , Cristiano Antonio de Souza , Carla Merkle Westphall , Carlos Becker Westphall","doi":"10.1016/j.joitmc.2025.100654","DOIUrl":"10.1016/j.joitmc.2025.100654","url":null,"abstract":"<div><div>Threat modeling is an essential tool for the quality of produced software artifacts, bringing maturity to the design process. However, even though several threat modeling methodologies are used, the evolution of the complexity of new technologies, such as microservices, APIs, and other distributed components, demands new challenges. Our methodology provides a comprehensive workflow aggregating existing methodologies such as STRIDE, CVSS, and ADT in a hybrid format and distinct modeling phases. With this approach, through easy traceability and maintenance, it was possible to visualize each component’s global and specific threats and the relationship between the components and countermeasures for each threat. As a result, HyVAW proved to be suitable for analyzing the different threats in each part of the proposed system and mainly for communication between the parts of the security mechanism through exemplification using a distributed project and through a comparison with other related works.</div></div>","PeriodicalId":16678,"journal":{"name":"Journal of Open Innovation: Technology, Market, and Complexity","volume":"11 4","pages":"Article 100654"},"PeriodicalIF":0.0,"publicationDate":"2025-10-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145324723","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-10-10DOI: 10.1016/j.joitmc.2025.100661
Miguel A. Bustamante-Ubilla , Mauricio Carvache-Franco , Orly Carvache-Franco , María del Carmen Lapo , Wilmer Carvache-Franco
This study seeks to determine the most relevant dimensions of service quality expectations contained in the Servqual model, applied to the healthcare sector. It seeks to open a space for open innovation based on users' ex ante needs, with the goal of suggesting strategic management actions to guide the work of service providers. The study was conducted based on 533 interviews with healthcare users in the clinical units where they receive care. Expectations were collected using a seven-point scale. They were analyzed using means analysis and a principal components factorial model, and ratified using the structural equation method to define their internal structure. The results reveal that the expectation dimensions of "security and assertiveness," "punctuality and professional dedication," and "personalized attention" shape the quality of service expected by users, structuring a system of significantly related factors that form a coherent construct. The findings of this work suggest a system of service quality dimensions expected by users that managers could adopt, on the one hand, to support some managerial decisions and, on the other, to identify some components of the services provided that could be intervened in order to respond to the ex ante needs of users. We conclude that the model shows that the three latent factors define expectations and reveal potential areas for improvement, as expected by users. Furthermore, it was found that these factors establish mutually influential relationships, where the dimensions of security and assertiveness, as well as timeliness and professional dedication, behave as independent exogenous factors.
{"title":"Analysis of expectations for the quality of medical care in the province of Guayas (Ecuador), through Servqual","authors":"Miguel A. Bustamante-Ubilla , Mauricio Carvache-Franco , Orly Carvache-Franco , María del Carmen Lapo , Wilmer Carvache-Franco","doi":"10.1016/j.joitmc.2025.100661","DOIUrl":"10.1016/j.joitmc.2025.100661","url":null,"abstract":"<div><div>This study seeks to determine the most relevant dimensions of service quality expectations contained in the Servqual model, applied to the healthcare sector. It seeks to open a space for open innovation based on users' ex ante needs, with the goal of suggesting strategic management actions to guide the work of service providers. The study was conducted based on 533 interviews with healthcare users in the clinical units where they receive care. Expectations were collected using a seven-point scale. They were analyzed using means analysis and a principal components factorial model, and ratified using the structural equation method to define their internal structure. The results reveal that the expectation dimensions of \"security and assertiveness,\" \"punctuality and professional dedication,\" and \"personalized attention\" shape the quality of service expected by users, structuring a system of significantly related factors that form a coherent construct. The findings of this work suggest a system of service quality dimensions expected by users that managers could adopt, on the one hand, to support some managerial decisions and, on the other, to identify some components of the services provided that could be intervened in order to respond to the ex ante needs of users. We conclude that the model shows that the three latent factors define expectations and reveal potential areas for improvement, as expected by users. Furthermore, it was found that these factors establish mutually influential relationships, where the dimensions of security and assertiveness, as well as timeliness and professional dedication, behave as independent exogenous factors.</div></div>","PeriodicalId":16678,"journal":{"name":"Journal of Open Innovation: Technology, Market, and Complexity","volume":"11 4","pages":"Article 100661"},"PeriodicalIF":0.0,"publicationDate":"2025-10-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145325351","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-10-10DOI: 10.1016/j.joitmc.2025.100660
Cihan Uyanik , Tufan Koc
This research examines the effects of Industry 4.0 design principles on innovation performance within a dynamic capabilities framework. It highlights the mediating and moderating roles of dynamic capabilities and environmental dynamism in the relationship between Industry 4.0 and innovation performance, thus providing a deeper understanding of this interaction. Empirical data from 202 firms in Turkey that are transitioning to or have already adapted to Industry 4.0 are analyzed using structural equation modeling (SEM) techniques, yielding important insights. Findings indicate that Industry 4.0 design principles significantly enhance innovation performance, with dynamic capabilities serving as a mediating variable in this process. Furthermore, this effect is amplified in contexts with high environmental dynamism. In conclusion, the study offers valuable insights that contribute to a deeper understanding of the critical role of Industry 4.0 implementations and dynamic capabilities in fostering innovation performance.
{"title":"Does adopting Industry 4.0 design principles lead to innovation performance? Moderated mediation effects of dynamic capabilities and environmental dynamism","authors":"Cihan Uyanik , Tufan Koc","doi":"10.1016/j.joitmc.2025.100660","DOIUrl":"10.1016/j.joitmc.2025.100660","url":null,"abstract":"<div><div>This research examines the effects of Industry 4.0 design principles on innovation performance within a dynamic capabilities framework. It highlights the mediating and moderating roles of dynamic capabilities and environmental dynamism in the relationship between Industry 4.0 and innovation performance, thus providing a deeper understanding of this interaction. Empirical data from 202 firms in Turkey that are transitioning to or have already adapted to Industry 4.0 are analyzed using structural equation modeling (SEM) techniques, yielding important insights. Findings indicate that Industry 4.0 design principles significantly enhance innovation performance, with dynamic capabilities serving as a mediating variable in this process. Furthermore, this effect is amplified in contexts with high environmental dynamism. In conclusion, the study offers valuable insights that contribute to a deeper understanding of the critical role of Industry 4.0 implementations and dynamic capabilities in fostering innovation performance.</div></div>","PeriodicalId":16678,"journal":{"name":"Journal of Open Innovation: Technology, Market, and Complexity","volume":"11 4","pages":"Article 100660"},"PeriodicalIF":0.0,"publicationDate":"2025-10-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145325353","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-10-10DOI: 10.1016/j.joitmc.2025.100663
Eduardo Parra-Lopez , Anil Bilgihan , Ana María Barrera Martínez
Purpose
This study aims to chart a strategic research agenda that explores the transformative role of human innovation in driving sustainable and regenerative tourism practices towards 2050, addressing the critical need for integrating digital and social innovations in the tourism sector.
Design/methodology/approach
Employing a bibliometric analysis, this paper critically examines literature indexed in the Web of Science (WoS) from January to April 2023, reviewed until June 2024 (Total papers 1001 that include the keywords “Human Innovation” and “Tourism Regeneration”). The study synthesizes data from the Social Science Citation Index and the Emerging Sources Citation Index to identify prevailing trends and significant gaps in human innovation in tourism.
Findings
The research outlines a multidimensional framework that accentuates the importance of a bottom-up approach, digital collaboration, and enhanced global interconnectivity. It identifies key thematic areas for integrating human-centered innovation into tourism development and regeneration, advocating a strategic shift towards sustainability and digital integration.
Practical implications
The findings suggest that tourism stakeholders should embrace digital technologies and social entrepreneurship to enhance destination competitiveness and community well-being. This study provides a blueprint for future research on applying these innovations in practical settings, promoting a sustainable and regenerative tourism landscape.
Originality/value
This study contributes to the existing literature by offering a comprehensive analysis of human innovation in tourism and its potential to foster economic and environmental sustainability. It introduces a forward-looking research agenda that aligns with global sustainability goals, emphasizing the need for a paradigm shift in tourism practices through human innovation.
本研究旨在制定一项战略研究议程，探讨人类创新在推动2050年可持续和再生旅游实践中的变革性作用，解决旅游部门整合数字和社会创新的迫切需求。本文采用文献计量学分析，对2023年1月至4月至2024年6月期间在科学网络（Web of Science, WoS）中被索引的文献进行了批判性研究（共1001篇论文，其中包括关键词“人类创新”和“旅游再生”）。该研究综合了来自社会科学引文索引和新兴资源引文索引的数据，以确定旅游业中人类创新的主要趋势和重大差距。该研究概述了一个多维框架，强调了自下而上方法、数字协作和增强全球互联互通的重要性。它确定了将以人为本的创新融入旅游发展和再生的关键主题领域，倡导向可持续发展和数字融合的战略转变。研究结果表明，旅游利益相关者应拥抱数字技术和社会企业家精神，以提高目的地的竞争力和社区福祉。本研究为未来的研究提供了一个蓝图，将这些创新应用于实际环境，促进可持续和再生的旅游景观。原创性/价值本研究通过全面分析旅游业中的人类创新及其促进经济和环境可持续性的潜力，对现有文献做出了贡献。它引入了与全球可持续发展目标相一致的前瞻性研究议程，强调需要通过人类创新来转变旅游实践的范式。
{"title":"Human innovation and regenerative futures in tourism: A bibliometric mapping towards 2050","authors":"Eduardo Parra-Lopez , Anil Bilgihan , Ana María Barrera Martínez","doi":"10.1016/j.joitmc.2025.100663","DOIUrl":"10.1016/j.joitmc.2025.100663","url":null,"abstract":"<div><h3>Purpose</h3><div>This study aims to chart a strategic research agenda that explores the transformative role of human innovation in driving sustainable and regenerative tourism practices towards 2050, addressing the critical need for integrating digital and social innovations in the tourism sector.</div></div><div><h3>Design/methodology/approach</h3><div>Employing a bibliometric analysis, this paper critically examines literature indexed in the Web of Science (WoS) from January to April 2023, reviewed until June 2024 (Total papers 1001 that include the keywords “<em>Human Innovation</em>” and “<em>Tourism Regeneration</em>”). The study synthesizes data from the Social Science Citation Index and the Emerging Sources Citation Index to identify prevailing trends and significant gaps in human innovation in tourism.</div></div><div><h3>Findings</h3><div>The research outlines a multidimensional framework that accentuates the importance of a bottom-up approach, digital collaboration, and enhanced global interconnectivity. It identifies key thematic areas for integrating human-centered innovation into tourism development and regeneration, advocating a strategic shift towards sustainability and digital integration.</div></div><div><h3>Practical implications</h3><div>The findings suggest that tourism stakeholders should embrace digital technologies and social entrepreneurship to enhance destination competitiveness and community well-being. This study provides a blueprint for future research on applying these innovations in practical settings, promoting a sustainable and regenerative tourism landscape.</div></div><div><h3>Originality/value</h3><div>This study contributes to the existing literature by offering a comprehensive analysis of human innovation in tourism and its potential to foster economic and environmental sustainability. It introduces a forward-looking research agenda that aligns with global sustainability goals, emphasizing the need for a paradigm shift in tourism practices through human innovation.</div></div>","PeriodicalId":16678,"journal":{"name":"Journal of Open Innovation: Technology, Market, and Complexity","volume":"11 4","pages":"Article 100663"},"PeriodicalIF":0.0,"publicationDate":"2025-10-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145325350","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-10-09DOI: 10.1016/j.joitmc.2025.100662
Indriani Noor Hapsari , Harry Budi Santoso , Indra Budi
This paper conducts a literature review to understand how people learn through self-organization from the lens of information and sociotechnical systems (IS/STS). Drawing from the IS/STS literature, self-organization is studied from the perspective of the collective behavior that emerges during the design, development, implementation, and ongoing use of information systems. Across this diverse literature, this study identifies three self-organization processes: governance, adaptation, and transformation. However, these processes are usually discussed separately in different contexts with different purposes. A large percentage of the literature focuses on discussing self-organization in the context of governance and adaptation. Only a few studies have discussed self-organization in the context of transformation. This paper synthesizes an initial self-organization framework by conceptualizing learning during the transition among governance, adaptation, and transformation. This study shows that although self-organization enables learning, it can create learning pitfalls. Future research directions are discussed in the paper to advance our understanding of how self-organization facilitates collective learning.
{"title":"Understanding how self-organization enables collective learning from information systems and socio-technical systems perspectives – A review of the research","authors":"Indriani Noor Hapsari , Harry Budi Santoso , Indra Budi","doi":"10.1016/j.joitmc.2025.100662","DOIUrl":"10.1016/j.joitmc.2025.100662","url":null,"abstract":"<div><div>This paper conducts a literature review to understand how people learn through self-organization from the lens of information and sociotechnical systems (IS/STS). Drawing from the IS/STS literature, self-organization is studied from the perspective of the collective behavior that emerges during the design, development, implementation, and ongoing use of information systems. Across this diverse literature, this study identifies three self-organization processes: governance, adaptation, and transformation. However, these processes are usually discussed separately in different contexts with different purposes. A large percentage of the literature focuses on discussing self-organization in the context of governance and adaptation. Only a few studies have discussed self-organization in the context of transformation. This paper synthesizes an initial self-organization framework by conceptualizing learning during the transition among governance, adaptation, and transformation. This study shows that although self-organization enables learning, it can create learning pitfalls. Future research directions are discussed in the paper to advance our understanding of how self-organization facilitates collective learning.</div></div>","PeriodicalId":16678,"journal":{"name":"Journal of Open Innovation: Technology, Market, and Complexity","volume":"11 4","pages":"Article 100662"},"PeriodicalIF":0.0,"publicationDate":"2025-10-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145267901","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-10-09DOI: 10.1016/j.joitmc.2025.100655
Ha Nguyen-Van , Anh Hai Le , Chuyen Van Nguyen , Lam Duc Ho , Quynh Thi Thu Nguyen
This study examines factors influencing sustainable performance as enterprises implement green innovation in the transition to a low-carbon economy. Drawing on the natural resource-based view (NRBV), the dynamic capability view (DCV), and the triple bottom line (TBL) framework, it investigates the roles of green ambidextrous leadership, green intellectual capital, and green entrepreneurial orientation, with green ambidextrous innovation as a mediator. The moderating effects of ambidextrous organizational culture, technological turbulence, and resource orchestration capability are also assessed. The model is tested using survey data from 532 managers across 124 Vietnamese manufacturing small and medium-sized enterprises. The results demonstrate that green ambidextrous leadership and green intellectual capital enhance sustainable performance both directly and indirectly through green ambidextrous innovation, while green entrepreneurial orientation contributes indirectly through explorative and exploitative green innovation. Notably, green intellectual capital promotes explorative green innovation but does not significantly influence exploitative green innovation, highlighting its role in driving radical environmental improvements. Sequential mediation analysis further reveals that leadership and intellectual capital strengthen entrepreneurial orientation, which subsequently drives green innovation and sustainable performance. These findings provide new insights into how small and medium-sized enterprises in emerging economies can leverage green leadership, knowledge, and entrepreneurial strategy to achieve sustainability goals. A key limitation is the geographic focus on Vietnam’s manufacturing sector. Future research is encouraged to examine other industries and regions, adopt longitudinal designs, and explore additional organizational factors such as green human resource management and absorptive capacity.
{"title":"Green ambidextrous innovation and sustainable performance in Vietnam’s low-carbon transition: The role of green intellectual capital, green ambidextrous leadership, and green entrepreneurial orientation","authors":"Ha Nguyen-Van , Anh Hai Le , Chuyen Van Nguyen , Lam Duc Ho , Quynh Thi Thu Nguyen","doi":"10.1016/j.joitmc.2025.100655","DOIUrl":"10.1016/j.joitmc.2025.100655","url":null,"abstract":"<div><div>This study examines factors influencing sustainable performance as enterprises implement green innovation in the transition to a low-carbon economy. Drawing on the natural resource-based view (NRBV), the dynamic capability view (DCV), and the triple bottom line (TBL) framework, it investigates the roles of green ambidextrous leadership, green intellectual capital, and green entrepreneurial orientation, with green ambidextrous innovation as a mediator. The moderating effects of ambidextrous organizational culture, technological turbulence, and resource orchestration capability are also assessed. The model is tested using survey data from 532 managers across 124 Vietnamese manufacturing small and medium-sized enterprises. The results demonstrate that green ambidextrous leadership and green intellectual capital enhance sustainable performance both directly and indirectly through green ambidextrous innovation, while green entrepreneurial orientation contributes indirectly through explorative and exploitative green innovation. Notably, green intellectual capital promotes explorative green innovation but does not significantly influence exploitative green innovation, highlighting its role in driving radical environmental improvements. Sequential mediation analysis further reveals that leadership and intellectual capital strengthen entrepreneurial orientation, which subsequently drives green innovation and sustainable performance. These findings provide new insights into how small and medium-sized enterprises in emerging economies can leverage green leadership, knowledge, and entrepreneurial strategy to achieve sustainability goals. A key limitation is the geographic focus on Vietnam’s manufacturing sector. Future research is encouraged to examine other industries and regions, adopt longitudinal designs, and explore additional organizational factors such as green human resource management and absorptive capacity.</div></div>","PeriodicalId":16678,"journal":{"name":"Journal of Open Innovation: Technology, Market, and Complexity","volume":"11 4","pages":"Article 100655"},"PeriodicalIF":0.0,"publicationDate":"2025-10-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145324724","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
This study applies Behavioral Reasoning Theory (BRT) to examine how individual agility and resilience shape the adoption of Generative AI (GenAI). Specifically, it investigates how these psychological traits influence both reasons for and reasons against adoption, which subsequently affect attitudes and intentions, while also assessing the moderating role of reference-group influence. Data were obtained from 609 Thai respondents through a structured survey and analyzed using partial least squares structural equation modeling (PLS-SEM). Results show that agility (β = 0.396, p < 0.001) and resilience (β = 0.311, p < 0.001) positively predict reasons for adoption, while both negatively predict reasons against adoption (agility: β = –0.260, p < 0.001; resilience: β = –0.185, p < 0.001). Reasons for adoption significantly enhance attitudes toward GenAI (β = 0.281, p < 0.001), whereas reasons against adoption do not exert a significant effect (β = –0.090, p = 0.079). Attitude strongly predicts intention to adopt (β = 0.558, p < 0.001). Mediation analysis indicates that reasons for adoption partially mediate the agility–attitude relationship and provide indirect-only mediation for resilience–attitude. Furthermore, reference-group influence moderates the attitude–intention link (β = 0.146, p = 0.007), amplifying the translation of positive attitudes into adoption intentions. Overall, the findings extend BRT by integrating psychological antecedents and social context into dual-path reasoning, thereby offering new theoretical and practical insights into technology adoption within open-innovation dynamics.
Data Availability
The data that support the findings of this study are available from the corresponding author upon reasonable request. The data are not publicly available due to privacy restrictions related to participant confidentiality.
本研究应用行为推理理论（BRT）来研究个体敏捷性和弹性如何影响生成式人工智能（GenAI）的采用。具体来说，它调查了这些心理特征如何影响赞成和反对收养的原因，从而影响态度和意图，同时也评估了参照群体影响的调节作用。通过结构化调查获得609名泰国受访者的数据，并使用偏最小二乘结构方程模型（PLS-SEM）进行分析。结果表明，敏捷性（β = 0.396, p <； 0.001）和弹性（β = 0.311, p <； 0.001）正预测采用的原因，而两者负预测不采用的原因（敏捷性：β = -0.260, p <； 0.001；弹性：β = -0.185, p <； 0.001）。赞成收养的理由显著增强了对GenAI的态度（β = 0.281, p <； 0.001），而反对收养的理由不产生显著影响（β = -0.090, p = 0.079）。态度强烈预测采纳意向（β = 0.558, p <； 0.001）。中介分析表明，采用原因部分中介了敏捷性-态度关系，仅间接中介了弹性-态度关系。此外，参照组影响调节了态度-意向的联系（β = 0.146, p = 0.007），放大了积极态度向采纳意向的转化。总体而言，研究结果通过将心理前因和社会背景整合到双路径推理中来扩展BRT，从而为开放式创新动态中的技术采用提供了新的理论和实践见解。数据可获得性支持本研究结果的数据可根据通讯作者的合理要求获得。由于与参与者保密有关的隐私限制，这些数据不公开可用。
{"title":"Reasons for and against GenAI: Trait-driven adoption under open innovation dynamics","authors":"Danupol Hoonsopon , Chaninun Ketkaew , Wilert Puriwat , Wattana Viriyasitavat , Suchart Tripopsakul","doi":"10.1016/j.joitmc.2025.100653","DOIUrl":"10.1016/j.joitmc.2025.100653","url":null,"abstract":"<div><div>This study applies Behavioral Reasoning Theory (BRT) to examine how individual agility and resilience shape the adoption of Generative AI (GenAI). Specifically, it investigates how these psychological traits influence both reasons for and reasons against adoption, which subsequently affect attitudes and intentions, while also assessing the moderating role of reference-group influence. Data were obtained from 609 Thai respondents through a structured survey and analyzed using partial least squares structural equation modeling (PLS-SEM). Results show that agility (β = 0.396, p < 0.001) and resilience (β = 0.311, p < 0.001) positively predict reasons for adoption, while both negatively predict reasons against adoption (agility: β = –0.260, p < 0.001; resilience: β = –0.185, p < 0.001). Reasons for adoption significantly enhance attitudes toward GenAI (β = 0.281, p < 0.001), whereas reasons against adoption do not exert a significant effect (β = –0.090, p = 0.079). Attitude strongly predicts intention to adopt (β = 0.558, p < 0.001). Mediation analysis indicates that reasons for adoption partially mediate the agility–attitude relationship and provide indirect-only mediation for resilience–attitude. Furthermore, reference-group influence moderates the attitude–intention link (β = 0.146, p = 0.007), amplifying the translation of positive attitudes into adoption intentions. Overall, the findings extend BRT by integrating psychological antecedents and social context into dual-path reasoning, thereby offering new theoretical and practical insights into technology adoption within open-innovation dynamics.</div></div><div><h3>Data Availability</h3><div>The data that support the findings of this study are available from the corresponding author upon reasonable request. The data are not publicly available due to privacy restrictions related to participant confidentiality.</div></div>","PeriodicalId":16678,"journal":{"name":"Journal of Open Innovation: Technology, Market, and Complexity","volume":"11 4","pages":"Article 100653"},"PeriodicalIF":0.0,"publicationDate":"2025-10-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145267956","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-10-04DOI: 10.1016/j.joitmc.2025.100659
Khalid M. Kisswani , Jamal A. Al-Khasawneh , Noreen Khalid , Syed Hassan Raza Kazmi , Qasim Raza Syed
The entire world has been trying to expedite the transition to digital governance since it escalates the efficiency of an economy. However, the impacts of digital governance on natural resources are not well-explored. Given this background, this study intends to probe the dynamic effect of digital governance and political stability on mineral resource rents. Further, the study also explores the combined impact of digital governance and political stability on mineral rent. To accomplish this, we use a panel dataset on BRICS countries covering the period of 2007–2022. We adopt several econometric methods to provide robust results. The results from the panel ARDL highlight that both digital governance and political stability escalate mineral resource rents in the long run. Contrarily, political stability does not impact mineral resource rents, while digital governance impedes it in the short run. Further, the combined impact of political stability and digital governance on minerals rent is positive and negative in the long and short run, respectively. Given these findings, we propose some pertinent policy recommendations for natural resource management.
{"title":"Exploring new drivers of mineral resource rents in BRICS countries: The role of digital governance and political stability","authors":"Khalid M. Kisswani , Jamal A. Al-Khasawneh , Noreen Khalid , Syed Hassan Raza Kazmi , Qasim Raza Syed","doi":"10.1016/j.joitmc.2025.100659","DOIUrl":"10.1016/j.joitmc.2025.100659","url":null,"abstract":"<div><div>The entire world has been trying to expedite the transition to digital governance since it escalates the efficiency of an economy. However, the impacts of digital governance on natural resources are not well-explored. Given this background, this study intends to probe the dynamic effect of digital governance and political stability on mineral resource rents. Further, the study also explores the combined impact of digital governance and political stability on mineral rent. To accomplish this, we use a panel dataset on BRICS countries covering the period of 2007–2022. We adopt several econometric methods to provide robust results. The results from the panel ARDL highlight that both digital governance and political stability escalate mineral resource rents in the long run. Contrarily, political stability does not impact mineral resource rents, while digital governance impedes it in the short run. Further, the combined impact of political stability and digital governance on minerals rent is positive and negative in the long and short run, respectively. Given these findings, we propose some pertinent policy recommendations for natural resource management.</div></div>","PeriodicalId":16678,"journal":{"name":"Journal of Open Innovation: Technology, Market, and Complexity","volume":"11 4","pages":"Article 100659"},"PeriodicalIF":0.0,"publicationDate":"2025-10-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145267957","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-10-04DOI: 10.1016/j.joitmc.2025.100657
Diogo Ferraz , Ana Catarina Gandra de Carvalho , Eduardo Polloni-Silva , Gregory Matheus Pereira de Moraes , Herick Fernando Moralles , Daisy Aparecida do Nascimento Rebelatto
This study investigates how Foreign Direct Investment (FDI) and regional absorptive capacity (AC) shape economic complexity at the municipal level in Brazil, an emerging economy characterized by structural heterogeneity. Using regional export data and a manually constructed FDI proxy, we apply Feasible Generalized Least Squares (FGLS) and panel threshold regression to examine the relationship between FDI, AC, and the Economic Complexity Index (ECI). The findings demonstrate that both FDI and AC positively influence regional economic complexity; however, the relationship is non-linear. Specifically, FDI enhances economic complexity only in municipalities that surpass a minimum AC threshold, underscoring the conditional nature of the benefits of foreign investment. Robustness checks confirm the reliability of the results despite the relatively limited number of observations. These findings carry important policy implications: attracting FDI alone is insufficient to foster regional productive sophistication without parallel investments in human capital, infrastructure, and innovation capacity. Policymakers should prioritize sectors with existing capabilities and design integrated FDI strategies aligned with local productive structures to support sustainable and diversified economic growth. By providing novel municipal-level evidence from Brazil, this study contributes to the literature by highlighting the critical moderating role of absorptive capacity in the FDI–economic complexity nexus.
{"title":"The role of foreign direct investment and regional absorptive capacity on economic complexity: A Brazilian investigation","authors":"Diogo Ferraz , Ana Catarina Gandra de Carvalho , Eduardo Polloni-Silva , Gregory Matheus Pereira de Moraes , Herick Fernando Moralles , Daisy Aparecida do Nascimento Rebelatto","doi":"10.1016/j.joitmc.2025.100657","DOIUrl":"10.1016/j.joitmc.2025.100657","url":null,"abstract":"<div><div>This study investigates how Foreign Direct Investment (FDI) and regional absorptive capacity (AC) shape economic complexity at the municipal level in Brazil, an emerging economy characterized by structural heterogeneity. Using regional export data and a manually constructed FDI proxy, we apply Feasible Generalized Least Squares (FGLS) and panel threshold regression to examine the relationship between FDI, AC, and the Economic Complexity Index (ECI). The findings demonstrate that both FDI and AC positively influence regional economic complexity; however, the relationship is non-linear. Specifically, FDI enhances economic complexity only in municipalities that surpass a minimum AC threshold, underscoring the conditional nature of the benefits of foreign investment. Robustness checks confirm the reliability of the results despite the relatively limited number of observations. These findings carry important policy implications: attracting FDI alone is insufficient to foster regional productive sophistication without parallel investments in human capital, infrastructure, and innovation capacity. Policymakers should prioritize sectors with existing capabilities and design integrated FDI strategies aligned with local productive structures to support sustainable and diversified economic growth. By providing novel municipal-level evidence from Brazil, this study contributes to the literature by highlighting the critical moderating role of absorptive capacity in the FDI–economic complexity nexus.</div></div>","PeriodicalId":16678,"journal":{"name":"Journal of Open Innovation: Technology, Market, and Complexity","volume":"11 4","pages":"Article 100657"},"PeriodicalIF":0.0,"publicationDate":"2025-10-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145267959","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-10-03DOI: 10.1016/j.joitmc.2025.100652
Thi Kim Trang Le , Hoang Phu Nguyen , Ngoc Qui Nguyen
Agritourism has emerged as a contemporary tourism alternative in the post-COVID-19 era, adapting to the need to connect with nature while promoting a sustainable tourism model. As nations increasingly recognize agritourism's potential, efforts to create suitable locations strategically are becoming a focal point in the tourism industry's evolution towards more sustainable and enriching experiences. The study aims to select the most appropriate destination for sustainable agritourism development in Vietnam using the integrated Data Envelopment Analysis (DEA) model, Best-Worst method (BWM), and spherical fuzzy Combined compromise solution (SF-CoCoSo) methods. To begin, the DEA model is employed to sift through potential locations. Subsequently, the BWM technique is utilized to establish the significance of the evaluation criteria, while the SF-CoCoSo technique determines the priority of destinations. The result shows that, among the twelve criteria, agricultural product potential (SC1) secures the top rank. After filtering out the five appropriate destinations, LamDong (DMU8) is the best location, promising prospects for promoting sustainable tourism, elevating agricultural value, and bolstering the rural economy. By combining these methodologies, the study seeks to give a thorough and accurate assessment of the sustainability of agritourism locations, enabling policymakers, managers, and investors to make informed decisions about agritourism development. These findings can apply to similar tourism types in the same context or other rural areas in decision-making. Further research on assessing criteria is required to comprehensively cover aspects of sustainable development.
{"title":"Assessing Vietnam's sustainable agritourism by integrated multi-criteria decision-making approach","authors":"Thi Kim Trang Le , Hoang Phu Nguyen , Ngoc Qui Nguyen","doi":"10.1016/j.joitmc.2025.100652","DOIUrl":"10.1016/j.joitmc.2025.100652","url":null,"abstract":"<div><div>Agritourism has emerged as a contemporary tourism alternative in the post-COVID-19 era, adapting to the need to connect with nature while promoting a sustainable tourism model. As nations increasingly recognize agritourism's potential, efforts to create suitable locations strategically are becoming a focal point in the tourism industry's evolution towards more sustainable and enriching experiences. The study aims to select the most appropriate destination for sustainable agritourism development in Vietnam using the integrated Data Envelopment Analysis (DEA) model, Best-Worst method (BWM), and spherical fuzzy Combined compromise solution (SF-CoCoSo) methods. To begin, the DEA model is employed to sift through potential locations. Subsequently, the BWM technique is utilized to establish the significance of the evaluation criteria, while the SF-CoCoSo technique determines the priority of destinations. The result shows that, among the twelve criteria, agricultural product potential (SC1) secures the top rank. After filtering out the five appropriate destinations, LamDong (DMU8) is the best location, promising prospects for promoting sustainable tourism, elevating agricultural value, and bolstering the rural economy. By combining these methodologies, the study seeks to give a thorough and accurate assessment of the sustainability of agritourism locations, enabling policymakers, managers, and investors to make informed decisions about agritourism development. These findings can apply to similar tourism types in the same context or other rural areas in decision-making. Further research on assessing criteria is required to comprehensively cover aspects of sustainable development.</div></div>","PeriodicalId":16678,"journal":{"name":"Journal of Open Innovation: Technology, Market, and Complexity","volume":"11 4","pages":"Article 100652"},"PeriodicalIF":0.0,"publicationDate":"2025-10-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145267900","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
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